Pandas Profiling Report

Dataset statistics

Number of variables	14
Number of observations	166
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	18.3 KiB
Average record size in memory	112.8 B

Variable types

Categorical	1
Numeric	13

Alerts

`nm_pol` has a high cardinality: 157 distinct values	High cardinality
`rape` is highly overall correlated with `assualt murders`	High correlation
`robbery` is highly overall correlated with `theft` and 1 other fields	High correlation
`theft` is highly overall correlated with `robbery` and 1 other fields	High correlation
`assualt murders` is highly overall correlated with `rape`	High correlation
`totarea` is highly overall correlated with `crime/area` and 1 other fields	High correlation
`totalcrime` is highly overall correlated with `robbery` and 1 other fields	High correlation
`crime/area` is highly overall correlated with `totarea` and 1 other fields	High correlation
`area` is highly overall correlated with `totarea` and 1 other fields	High correlation
`nm_pol` is uniformly distributed	Uniform
`murder` has 20 (12.0%) zeros	Zeros
`rape` has 2 (1.2%) zeros	Zeros
`gangrape` has 80 (48.2%) zeros	Zeros
`sexual harassement` has 2 (1.2%) zeros	Zeros

Reproduction

Analysis started	2023-04-08 07:21:59.856898
Analysis finished	2023-04-08 07:22:18.218305
Duration	18.36 seconds
Software version	pandas-profiling v3.6.6
Download configuration	config.json

nm_pol
Categorical

HIGH CARDINALITY UNIFORM

Distinct	157
Distinct (%)	94.6%
Missing	0
Missing (%)	0.0%
Memory size	1.4 KiB

RAJOURI GARDEN	2
BAWANA	2
ANANDVIHAR	2
KASHMERE GATE	2
BINDAPUR	2
Other values (152)	156

Length

Max length	19
Median length	15
Mean length	11.150602
Min length	5

Characters and Unicode

Total characters	1851
Distinct characters	30
Distinct categories	5 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	148 ?
Unique (%)	89.2%

Sample

1st row	CHITRANJAN PARK
2nd row	DABRI
3rd row	MALVIYA NAGAR
4th row	CHANDNI MAHAL
5th row	MODEL TOWN

Common Values

Value	Count	Frequency (%)
RAJOURI GARDEN	2	1.2%
BAWANA	2	1.2%
ANANDVIHAR	2	1.2%
KASHMERE GATE	2	1.2%
BINDAPUR	2	1.2%
SARITA VIHAR	2	1.2%
SAFDARJUNG ENCLAVE	2	1.2%
KALKAJI	2	1.2%
PRASHANT VIHAR	2	1.2%
CHITRANJAN PARK	1	0.6%
Other values (147)	147	88.6%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
nagar	27	9.3%
vihar	13	4.5%
puri	6	2.1%
colony	6	2.1%
pur	4	1.4%
bagh	4	1.4%
enclave	4	1.4%
south	4	1.4%
new	3	1.0%
gate	3	1.0%
Other values (185)	216	74.5%

Most occurring characters

Value	Count	Frequency (%)
A	365	19.7%
R	183	9.9%
N	128	6.9%
	124	6.7%
I	119	6.4%
H	98	5.3%
U	70	3.8%
G	66	3.6%
E	65	3.5%
L	64	3.5%
Other values (20)	569	30.7%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	1715	92.7%
Space Separator	124	6.7%
Other Punctuation	9	0.5%
Decimal Number	2	0.1%
Dash Punctuation	1	0.1%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
A	365	21.3%
R	183	10.7%
N	128	7.5%
I	119	6.9%
H	98	5.7%
U	70	4.1%
G	66	3.8%
E	65	3.8%
L	64	3.7%
S	61	3.6%
Other values (15)	496	28.9%

Decimal Number

Value	Count	Frequency (%)
2	1	50.0%
3	1	50.0%

Space Separator

Value	Count	Frequency (%)
	124	100.0%

Other Punctuation

Value	Count	Frequency (%)
.	9	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1715	92.7%
Common	136	7.3%

Most frequent character per script

Latin

Value	Count	Frequency (%)
A	365	21.3%
R	183	10.7%
N	128	7.5%
I	119	6.9%
H	98	5.7%
U	70	4.1%
G	66	3.8%
E	65	3.8%
L	64	3.7%
S	61	3.6%
Other values (15)	496	28.9%

Common

Value	Count	Frequency (%)
	124	91.2%
.	9	6.6%
-	1	0.7%
2	1	0.7%
3	1	0.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1851	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
A	365	19.7%
R	183	9.9%
N	128	6.9%
	124	6.7%
I	119	6.4%
H	98	5.3%
U	70	3.8%
G	66	3.6%
E	65	3.5%
L	64	3.5%
Other values (20)	569	30.7%

murder
Real number (ℝ)

Distinct	11
Distinct (%)	6.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.4819277

Minimum	0
Maximum	10
Zeros	20
Zeros (%)	12.0%
Negative	0
Negative (%)	0.0%
Memory size	1.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	3
Q3	5.75
95-th percentile	9
Maximum	10
Range	10
Interquartile range (IQR)	4.75

Descriptive statistics

Standard deviation	2.8192475
Coefficient of variation (CV)	0.80968007
Kurtosis	-0.49447128
Mean	3.4819277
Median Absolute Deviation (MAD)	2
Skewness	0.71654435
Sum	578
Variance	7.9481563
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=11)

Value	Count	Frequency (%)
1	30	18.1%
2	29	17.5%
0	20	12.0%
4	20	12.0%
3	17	10.2%
6	12	7.2%
7	11	6.6%
5	8	4.8%
8	7	4.2%
10	6	3.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	20	12.0%
1	30	18.1%
2	29	17.5%
3	17	10.2%
4	20	12.0%
5	8	4.8%
6	12	7.2%
7	11	6.6%
8	7	4.2%
9	6	3.6%

Value	Count	Frequency (%)
10	6	3.6%
9	6	3.6%
8	7	4.2%
7	11	6.6%
6	12	7.2%
5	8	4.8%
4	20	12.0%
3	17	10.2%
2	29	17.5%
1	30	18.1%

rape
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	33
Distinct (%)	19.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	11.76506

Minimum	0
Maximum	43
Zeros	2
Zeros (%)	1.2%
Negative	0
Negative (%)	0.0%
Memory size	1.4 KiB

Quantile statistics

Minimum	0
5-th percentile	2
Q1	6
median	10.5
Q3	16
95-th percentile	26.75
Maximum	43
Range	43
Interquartile range (IQR)	10

Descriptive statistics

Standard deviation	7.7365082
Coefficient of variation (CV)	0.65758339
Kurtosis	0.84131267
Mean	11.76506
Median Absolute Deviation (MAD)	4.5
Skewness	0.8985198
Sum	1953
Variance	59.85356
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=33)

Value	Count	Frequency (%)
9	12	7.2%
7	11	6.6%
2	10	6.0%
8	10	6.0%
14	10	6.0%
5	10	6.0%
15	9	5.4%
6	8	4.8%
11	8	4.8%
4	7	4.2%
Other values (23)	71	42.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	2	1.2%
1	4	2.4%
2	10	6.0%
3	5	3.0%
4	7	4.2%
5	10	6.0%
6	8	4.8%
7	11	6.6%
8	10	6.0%
9	12	7.2%

Value	Count	Frequency (%)
43	1	0.6%
31	1	0.6%
30	1	0.6%
29	2	1.2%
28	2	1.2%
27	2	1.2%
26	1	0.6%
25	2	1.2%
24	4	2.4%
23	4	2.4%

gangrape
Real number (ℝ)

Distinct	7
Distinct (%)	4.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.93373494

Minimum	0
Maximum	6
Zeros	80
Zeros (%)	48.2%
Negative	0
Negative (%)	0.0%
Memory size	1.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	1
95-th percentile	3
Maximum	6
Range	6
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	1.2167296
Coefficient of variation (CV)	1.3030781
Kurtosis	2.773624
Mean	0.93373494
Median Absolute Deviation (MAD)	1
Skewness	1.6197481
Sum	155
Variance	1.4804308
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=7)

Value	Count	Frequency (%)
0	80	48.2%
1	47	28.3%
2	21	12.7%
3	11	6.6%
4	3	1.8%
5	3	1.8%
6	1	0.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	80	48.2%
1	47	28.3%
2	21	12.7%
3	11	6.6%
4	3	1.8%
5	3	1.8%
6	1	0.6%

Value	Count	Frequency (%)
6	1	0.6%
5	3	1.8%
4	3	1.8%
3	11	6.6%
2	21	12.7%
1	47	28.3%
0	80	48.2%

robbery
Real number (ℝ)

Distinct	70
Distinct (%)	42.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	34.259036

Minimum	1
Maximum	126
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.4 KiB

Quantile statistics

Minimum	1
5-th percentile	5.25
Q1	16.25
median	28
Q3	46
95-th percentile	83.5
Maximum	126
Range	125
Interquartile range (IQR)	29.75

Descriptive statistics

Standard deviation	24.730286
Coefficient of variation (CV)	0.72186169
Kurtosis	1.5954103
Mean	34.259036
Median Absolute Deviation (MAD)	14
Skewness	1.2366286
Sum	5687
Variance	611.58704
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
17	12	7.2%
28	6	3.6%
15	6	3.6%
35	5	3.0%
31	5	3.0%
41	4	2.4%
13	4	2.4%
25	4	2.4%
1	4	2.4%
12	4	2.4%
Other values (60)	112	67.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	4	2.4%
2	1	0.6%
3	1	0.6%
5	3	1.8%
6	1	0.6%
8	2	1.2%
9	4	2.4%
10	3	1.8%
11	4	2.4%
12	4	2.4%

Value	Count	Frequency (%)
126	1	0.6%
125	1	0.6%
99	2	1.2%
96	1	0.6%
93	2	1.2%
88	1	0.6%
84	1	0.6%
82	1	0.6%
81	1	0.6%
79	1	0.6%

theft
Real number (ℝ)

Distinct	142
Distinct (%)	85.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	400.01205

Minimum	41
Maximum	1273
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.4 KiB

Quantile statistics

Minimum	41
5-th percentile	107
Q1	244.25
median	371
Q3	505.75
95-th percentile	812.5
Maximum	1273
Range	1232
Interquartile range (IQR)	261.5

Descriptive statistics

Standard deviation	223.5406
Coefficient of variation (CV)	0.55883467
Kurtosis	1.8078041
Mean	400.01205
Median Absolute Deviation (MAD)	129
Skewness	1.0702033
Sum	66402
Variance	49970.4
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
457	4	2.4%
437	3	1.8%
256	2	1.2%
180	2	1.2%
469	2	1.2%
336	2	1.2%
425	2	1.2%
383	2	1.2%
320	2	1.2%
466	2	1.2%
Other values (132)	143	86.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
41	1	0.6%
65	1	0.6%
66	1	0.6%
74	1	0.6%
83	2	1.2%
86	1	0.6%
104	1	0.6%
107	2	1.2%
116	1	0.6%
120	1	0.6%

Value	Count	Frequency (%)
1273	1	0.6%
1251	1	0.6%
1042	1	0.6%
945	1	0.6%
895	1	0.6%
838	1	0.6%
832	1	0.6%
817	1	0.6%
814	1	0.6%
808	1	0.6%

assualt murders
Real number (ℝ)

Distinct	49
Distinct (%)	29.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	18.957831

Minimum	1
Maximum	68
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.4 KiB

Quantile statistics

Minimum	1
5-th percentile	4
Q1	9
median	17
Q3	24
95-th percentile	46.5
Maximum	68
Range	67
Interquartile range (IQR)	15

Descriptive statistics

Standard deviation	13.101632
Coefficient of variation (CV)	0.69109339
Kurtosis	1.598345
Mean	18.957831
Median Absolute Deviation (MAD)	8
Skewness	1.2228709
Sum	3147
Variance	171.65276
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=49)

Value	Count	Frequency (%)
8	10	6.0%
23	9	5.4%
9	8	4.8%
19	7	4.2%
5	7	4.2%
13	7	4.2%
14	7	4.2%
17	7	4.2%
24	6	3.6%
16	6	3.6%
Other values (39)	92	55.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	3	1.8%
2	1	0.6%
3	4	2.4%
4	4	2.4%
5	7	4.2%
6	6	3.6%
7	4	2.4%
8	10	6.0%
9	8	4.8%
10	6	3.6%

Value	Count	Frequency (%)
68	1	0.6%
63	1	0.6%
60	1	0.6%
54	1	0.6%
52	1	0.6%
48	1	0.6%
47	3	1.8%
45	1	0.6%
42	1	0.6%
41	1	0.6%

sexual harassement
Real number (ℝ)

Distinct	31
Distinct (%)	18.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	9.4698795

Minimum	0
Maximum	40
Zeros	2
Zeros (%)	1.2%
Negative	0
Negative (%)	0.0%
Memory size	1.4 KiB

Quantile statistics

Minimum	0
5-th percentile	1.25
Q1	4
median	8
Q3	12.75
95-th percentile	23
Maximum	40
Range	40
Interquartile range (IQR)	8.75

Descriptive statistics

Standard deviation	7.2251033
Coefficient of variation (CV)	0.7629562
Kurtosis	3.6628481
Mean	9.4698795
Median Absolute Deviation (MAD)	4
Skewness	1.6732075
Sum	1572
Variance	52.202118
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=31)

Value	Count	Frequency (%)
4	17	10.2%
5	15	9.0%
8	13	7.8%
10	12	7.2%
7	11	6.6%
3	10	6.0%
9	8	4.8%
2	8	4.8%
6	8	4.8%
12	8	4.8%
Other values (21)	56	33.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	2	1.2%
1	7	4.2%
2	8	4.8%
3	10	6.0%
4	17	10.2%
5	15	9.0%
6	8	4.8%
7	11	6.6%
8	13	7.8%
9	8	4.8%

Value	Count	Frequency (%)
40	1	0.6%
38	1	0.6%
34	1	0.6%
33	1	0.6%
30	1	0.6%
28	1	0.6%
26	1	0.6%
24	1	0.6%
23	2	1.2%
21	3	1.8%

totarea
Real number (ℝ)

Distinct	134
Distinct (%)	80.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	7453896.6

Minimum	878452.78
Maximum	70469487
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.4 KiB

Quantile statistics

Minimum	878452.78
5-th percentile	1277296.8
Q1	1955090.3
median	2975208.7
Q3	6082122.8
95-th percentile	35794244
Maximum	70469487
Range	69591034
Interquartile range (IQR)	4127032.5

Descriptive statistics

Standard deviation	11602075
Coefficient of variation (CV)	1.5565114
Kurtosis	8.6317904
Mean	7453896.6
Median Absolute Deviation (MAD)	1331566.8
Skewness	2.8954522
Sum	1.2373468 × 10⁹
Variance	1.3460814 × 10¹⁴
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
30068547.98	3	1.8%
6149745.104	3	1.8%
2975208.719	3	1.8%
14105371.6	3	1.8%
2231365.619	2	1.2%
1576237.38	2	1.2%
2463668.046	2	1.2%
3095888.323	2	1.2%
3748441.999	2	1.2%
4104570.166	2	1.2%
Other values (124)	142	85.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
878452.7789	1	0.6%
885072.498	1	0.6%
1021961.219	2	1.2%
1076492.634	1	0.6%
1205110.776	1	0.6%
1247661.874	1	0.6%
1255396.299	1	0.6%
1275858.528	1	0.6%
1281611.56	1	0.6%
1283551.172	1	0.6%

Value	Count	Frequency (%)
70469487.22	1	0.6%
51545474.92	1	0.6%
49822649.53	1	0.6%
48582358.64	1	0.6%
42836353.41	1	0.6%
40327922.92	2	1.2%
38911866.78	1	0.6%
35895594.95	1	0.6%
35490190.9	2	1.2%
30068547.98	3	1.8%

totalcrime
Real number (ℝ)

Distinct	143
Distinct (%)	86.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	478.87952

Minimum	62
Maximum	1433
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.4 KiB

Quantile statistics

Minimum	62
5-th percentile	131.75
Q1	295.25
median	461
Q3	616
95-th percentile	941.25
Maximum	1433
Range	1371
Interquartile range (IQR)	320.75

Descriptive statistics

Standard deviation	251.00855
Coefficient of variation (CV)	0.52415805
Kurtosis	1.6936038
Mean	478.87952
Median Absolute Deviation (MAD)	158
Skewness	0.98322534
Sum	79494
Variance	63005.294
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
509	3	1.8%
245	3	1.8%
512	2	1.2%
705	2	1.2%
303	2	1.2%
491	2	1.2%
571	2	1.2%
496	2	1.2%
526	2	1.2%
417	2	1.2%
Other values (133)	144	86.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
62	1	0.6%
71	1	0.6%
79	1	0.6%
90	1	0.6%
106	2	1.2%
112	1	0.6%
114	1	0.6%
131	1	0.6%
134	1	0.6%
139	1	0.6%

Value	Count	Frequency (%)
1433	1	0.6%
1421	1	0.6%
1180	1	0.6%
1179	1	0.6%
1011	1	0.6%
983	1	0.6%
973	1	0.6%
955	1	0.6%
949	1	0.6%
918	1	0.6%

long
Real number (ℝ)

Distinct	165
Distinct (%)	99.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	77.186804

Minimum	76.91555
Maximum	77.33267
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.4 KiB

Quantile statistics

Minimum	76.91555
5-th percentile	77.037627
Q1	77.121842
median	77.20295
Q3	77.256358
95-th percentile	77.306507
Maximum	77.33267
Range	0.41712
Interquartile range (IQR)	0.134515

Descriptive statistics

Standard deviation	0.087788084
Coefficient of variation (CV)	0.0011373458
Kurtosis	-0.21783211
Mean	77.186804
Median Absolute Deviation (MAD)	0.0641
Skewness	-0.56025868
Sum	12813.009
Variance	0.0077067477
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
77.30612	2	1.2%
77.2492	1	0.6%
77.06744	1	0.6%
77.1196	1	0.6%
77.24299	1	0.6%
77.30367	1	0.6%
77.07894	1	0.6%
77.26733	1	0.6%
77.05849	1	0.6%
77.15868	1	0.6%
Other values (155)	155	93.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
76.91555	1	0.6%
76.96085	1	0.6%
76.96681	1	0.6%
76.98269	1	0.6%
76.99466	1	0.6%
77.00361	1	0.6%
77.01564	1	0.6%
77.0228	1	0.6%
77.03599	1	0.6%
77.04254	1	0.6%

Value	Count	Frequency (%)
77.33267	1	0.6%
77.31849	1	0.6%
77.31708	1	0.6%
77.31653	1	0.6%
77.316	1	0.6%
77.31306	1	0.6%
77.31178	1	0.6%
77.30817	1	0.6%
77.30662	1	0.6%
77.30617	1	0.6%

lat
Real number (ℝ)

Distinct	165
Distinct (%)	99.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	28.641116

Minimum	28.46549
Maximum	28.85321
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.4 KiB

Quantile statistics

Minimum	28.46549
5-th percentile	28.52901
Q1	28.598382
median	28.647675
Q3	28.684777
95-th percentile	28.733395
Maximum	28.85321
Range	0.38772
Interquartile range (IQR)	0.086395

Descriptive statistics

Standard deviation	0.066989468
Coefficient of variation (CV)	0.0023389266
Kurtosis	0.17305321
Mean	28.641116
Median Absolute Deviation (MAD)	0.043755
Skewness	-0.075556197
Sum	4754.4253
Variance	0.0044875889
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
28.62543	2	1.2%
28.53632	1	0.6%
28.62046	1	0.6%
28.65151	1	0.6%
28.50957	1	0.6%
28.60733	1	0.6%
28.74766	1	0.6%
28.65955	1	0.6%
28.56411	1	0.6%
28.64751	1	0.6%
Other values (155)	155	93.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
28.46549	1	0.6%
28.49385	1	0.6%
28.49893	1	0.6%
28.50165	1	0.6%
28.50957	1	0.6%
28.52149	1	0.6%
28.52299	1	0.6%
28.52678	1	0.6%
28.52882	1	0.6%
28.52958	1	0.6%

Value	Count	Frequency (%)
28.85321	1	0.6%
28.80659	1	0.6%
28.79903	1	0.6%
28.79654	1	0.6%
28.75841	1	0.6%
28.74766	1	0.6%
28.74286	1	0.6%
28.73664	1	0.6%
28.73358	1	0.6%
28.73284	1	0.6%

crime/area
Real number (ℝ)

Distinct	163
Distinct (%)	98.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	166.5703

Minimum	4.3954886
Maximum	792.02551
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.4 KiB

Quantile statistics

Minimum	4.3954886
5-th percentile	10.399571
Q1	54.204542
median	135.77629
Q3	230.13107
95-th percentile	412.58989
Maximum	792.02551
Range	787.63003
Interquartile range (IQR)	175.92652

Descriptive statistics

Standard deviation	143.51411
Coefficient of variation (CV)	0.86158283
Kurtosis	3.5036038
Mean	166.5703
Median Absolute Deviation (MAD)	85.584345
Skewness	1.5816031
Sum	27650.67
Variance	20596.3
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
135.776292	2	1.2%
244.4852641	2	1.2%
13.04307194	2	1.2%
192.5297308	1	0.6%
49.0313434	1	0.6%
69.22702931	1	0.6%
116.0225301	1	0.6%
7.065059834	1	0.6%
293.7489292	1	0.6%
15.79723771	1	0.6%
Other values (153)	153	92.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
4.395488595	1	0.6%
4.722542641	1	0.6%
5.033543391	1	0.6%
5.557572904	1	0.6%
6.839984655	1	0.6%
7.065059834	1	0.6%
8.419749759	1	0.6%
9.116036206	1	0.6%
10.17182469	1	0.6%
11.08281089	1	0.6%

Value	Count	Frequency (%)
792.0255138	1	0.6%
724.0979268	1	0.6%
678.4415415	1	0.6%
606.5861022	1	0.6%
551.349914	1	0.6%
494.1975293	1	0.6%
429.6329345	1	0.6%
429.5008123	1	0.6%
423.8300765	1	0.6%
378.869332	1	0.6%

area
Real number (ℝ)

Distinct	134
Distinct (%)	80.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	7.4538966

Minimum	0.87845278
Maximum	70.469487
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.4 KiB

Quantile statistics

Minimum	0.87845278
5-th percentile	1.2772968
Q1	1.9550903
median	2.9752087
Q3	6.0821228
95-th percentile	35.794244
Maximum	70.469487
Range	69.591034
Interquartile range (IQR)	4.1270325

Descriptive statistics

Standard deviation	11.602075
Coefficient of variation (CV)	1.5565114
Kurtosis	8.6317904
Mean	7.4538966
Median Absolute Deviation (MAD)	1.3315668
Skewness	2.8954522
Sum	1237.3468
Variance	134.60814
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
30.06854798	3	1.8%
6.149745104	3	1.8%
2.975208719	3	1.8%
14.1053716	3	1.8%
2.231365619	2	1.2%
1.57623738	2	1.2%
2.463668046	2	1.2%
3.095888323	2	1.2%
3.748441999	2	1.2%
4.104570166	2	1.2%
Other values (124)	142	85.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.878452779	1	0.6%
0.885072498	1	0.6%
1.021961219	2	1.2%
1.076492634	1	0.6%
1.205110776	1	0.6%
1.247661874	1	0.6%
1.255396299	1	0.6%
1.275858528	1	0.6%
1.28161156	1	0.6%
1.283551172	1	0.6%

Value	Count	Frequency (%)
70.46948722	1	0.6%
51.54547492	1	0.6%
49.82264953	1	0.6%
48.58235864	1	0.6%
42.83635341	1	0.6%
40.32792292	2	1.2%
38.91186678	1	0.6%
35.89559495	1	0.6%
35.4901909	2	1.2%
30.06854798	3	1.8%

Auto

Heatmap
Table

	murder	rape	gangrape	robbery	theft	assualt murders	sexual harassement	totarea	totalcrime	long	lat	crime/area	area
murder	1.000	0.482	0.229	0.338	0.159	0.329	0.323	-0.105	0.229	0.043	0.040	0.220	-0.105
rape	0.482	1.000	0.329	0.296	0.293	0.651	0.363	-0.082	0.366	-0.013	0.163	0.286	-0.082
gangrape	0.229	0.329	1.000	0.156	0.179	0.276	0.223	-0.025	0.201	-0.074	0.021	0.136	-0.025
robbery	0.338	0.296	0.156	1.000	0.667	0.308	0.396	0.102	0.722	-0.269	0.133	0.337	0.102
theft	0.159	0.293	0.179	0.667	1.000	0.416	0.310	0.108	0.990	-0.146	0.087	0.467	0.108
assualt murders	0.329	0.651	0.276	0.308	0.416	1.000	0.441	-0.044	0.472	-0.059	0.224	0.344	-0.044
sexual harassement	0.323	0.363	0.223	0.396	0.310	0.441	1.000	-0.053	0.372	-0.026	0.198	0.269	-0.053
totarea	-0.105	-0.082	-0.025	0.102	0.108	-0.044	-0.053	1.000	0.113	-0.220	-0.060	-0.787	1.000
totalcrime	0.229	0.366	0.201	0.722	0.990	0.472	0.372	0.113	1.000	-0.157	0.111	0.465	0.113
long	0.043	-0.013	-0.074	-0.269	-0.146	-0.059	-0.026	-0.220	-0.157	1.000	-0.169	0.114	-0.220
lat	0.040	0.163	0.021	0.133	0.087	0.224	0.198	-0.060	0.111	-0.169	1.000	0.146	-0.060
crime/area	0.220	0.286	0.136	0.337	0.467	0.344	0.269	-0.787	0.465	0.114	0.146	1.000	-0.787
area	-0.105	-0.082	-0.025	0.102	0.108	-0.044	-0.053	1.000	0.113	-0.220	-0.060	-0.787	1.000

Count
Matrix

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows
Last rows

	nm_pol	murder	rape	gangrape	robbery	theft	assualt murders	sexual harassement	totarea	totalcrime	long	lat	crime/area	area
0	CHITRANJAN PARK	2	6	1	35	442	19	7	2659329.537	512	77.24920	28.53632	192.529731	2.659330
1	DABRI	8	28	0	79	240	26	16	3401013.428	397	77.08600	28.61268	116.729912	3.401013
2	MALVIYA NAGAR	3	28	1	33	694	63	15	1379853.572	837	77.20418	28.52989	606.586102	1.379854
3	CHANDNI MAHAL	1	8	1	23	529	19	7	5570696.132	588	77.23608	28.64361	105.552338	5.570696
4	MODEL TOWN	0	4	1	45	393	9	14	2689157.085	466	77.19369	28.70257	173.288501	2.689157
5	ANANDVIHAR	10	14	0	99	457	24	15	4558969.692	619	77.29373	28.65335	135.776292	4.558970
6	KASHMERE GATE	0	9	3	17	340	17	12	1627909.974	398	77.22618	28.66645	244.485264	1.627910
7	GOVIND PURI	1	4	3	31	692	5	5	8992712.060	741	77.26532	28.53067	82.400059	8.992712
8	BINDAPUR	4	4	1	64	417	11	8	2568079.500	509	77.06618	28.60910	198.202587	2.568080
9	NEW FRIENDS COLONY	6	7	1	47	609	14	10	4045386.710	694	77.26760	28.56234	171.553438	4.045387

	nm_pol	murder	rape	gangrape	robbery	theft	assualt murders	sexual harassement	totarea	totalcrime	long	lat	crime/area	area
156	MUNDKA	1	5	0	11	239	11	3	4.858236e+07	270	76.96085	28.67042	5.557573	48.582359
157	BHAJANPURI	3	19	4	25	193	19	28	1.015799e+07	291	77.26440	28.70128	28.647395	10.157992
158	ZAFRABAD	1	2	0	3	66	4	3	1.576237e+06	79	77.27297	28.67909	50.119354	1.576237
159	WELCOME	0	2	0	15	337	5	5	1.805524e+06	364	77.27479	28.67341	201.603478	1.805524
160	NANDNAGARI	9	26	2	30	580	34	11	2.028157e+06	692	77.30817	28.69853	341.196471	2.028157
161	G.T.B. ENCLAVE	1	1	0	13	86	6	7	2.874304e+06	114	77.31600	28.68496	39.661770	2.874304
162	NEW USMANPUR	0	8	1	10	580	9	5	3.093393e+06	613	77.26207	28.67202	198.164256	3.093393
163	SONIA VIHAR	6	25	1	25	300	42	8	4.453887e+06	407	77.25611	28.71128	91.380846	4.453887
164	KARAWAL NAGAR	7	15	2	26	334	19	7	2.937547e+06	410	77.27450	28.73284	139.572255	2.937547
165	GOKULPURI	2	6	2	22	306	19	8	1.566344e+06	365	77.28085	28.70225	233.026748	1.566344

Overview

Variables

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Uppercase Letter

Decimal Number

Space Separator

Other Punctuation

Dash Punctuation

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Interactions

Correlations

Missing values

Sample